Dataset info
| Number of variables | 57 |
|---|---|
| Number of observations | 27 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 12.1 KiB |
| Average record size in memory | 460.7 B |
Variables types
| Numeric | 33 |
|---|---|
| Categorical | 18 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 5 |
| Unsupported | 0 |
Warnings
df_index has 1 (3.7%) zeros | Zeros |
l_2ptpg17 has 11 (40.7%) zeros | Zeros |
l_2ptpg18 has 8 (29.6%) zeros | Zeros |
l_fumblepg17 has 3 (11.1%) zeros | Zeros |
l_fumblepg18 has 2 (7.4%) zeros | Zeros |
l_passtdpg18 has 1 (3.7%) zeros | Zeros |
l_points2 has 2 (7.4%) zeros | Zeros |
l_points3 has 7 (25.9%) zeros | Zeros |
l_points4 has 8 (29.6%) zeros | Zeros |
l_points5 has 8 (29.6%) zeros | Zeros |
l_points6 has 6 (22.2%) zeros | Zeros |
l_points7 has 5 (18.5%) zeros | Zeros |
l_points8 has 6 (22.2%) zeros | Zeros |
l_points9 has 10 (37.0%) zeros | Zeros |
l_pos has constant value "QB" | Rejected |
l_rushtdpg17 has 10 (37.0%) zeros | Zeros |
l_rushtdpg18 has 6 (22.2%) zeros | Zeros |
l_rushydpg17 is highly correlated with l_rush1stpg17 (ρ = 0.9707104472) | Rejected |
l_rushydpg18 is highly correlated with l_runnerQB18 (ρ = 0.9528382573) | Rejected |
l_touchdown17 is highly correlated with l_passtdpg17 (ρ = 0.9556120918) | Rejected |
l_touchdown18 is highly correlated with l_passtdpg18 (ρ = 0.9231693969) | Rejected |
bad_opp
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 22.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.925925926 |
|---|---|
| Minimum | 2 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 5 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.639088066 |
|---|---|
| Coef of variation | 0.3327472013 |
| Kurtosis | -0.9230965005 |
| Mean | 4.925925926 |
| MAD | 1.352537723 |
| Skewness | -0.4383111292 |
| Sum | 133 |
| Variance | 2.686609687 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=6)
Histogram with variable size bins (bins=[2. 7.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 7 | 25.9% | |
| 7 | 5 | 18.5% | |
| 5 | 5 | 18.5% | |
| 4 | 4 | 14.8% | |
| 3 | 3 | 11.1% | |
| 2 | 3 | 11.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 3 | 11.1% | |
| 3 | 3 | 11.1% | |
| 4 | 4 | 14.8% | |
| 5 | 5 | 18.5% | |
| 6 | 7 | 25.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 5 | 18.5% | |
| 6 | 7 | 25.9% | |
| 5 | 5 | 18.5% | |
| 4 | 4 | 14.8% | |
| 3 | 3 | 11.1% |
df_index
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.74074074 |
|---|---|
| Minimum | 0 |
| Maximum | 34 |
| Zeros (%) | 3.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.3 |
| Q1 | 6.5 |
| Median | 15 |
| Q3 | 23.5 |
| 95-th percentile | 32.7 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range | 17 |
Descriptive statistics
| Standard deviation | 10.71157746 |
|---|---|
| Coef of variation | 0.6805002153 |
| Kurtosis | -1.176449616 |
| Mean | 15.74074074 |
| MAD | 9.138545953 |
| Skewness | 0.228464738 |
| Sum | 425 |
| Variance | 114.7378917 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=27)
Histogram with variable size bins (bins=[ 0. 34.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 34 | 1 | 3.7% | |
| 13 | 1 | 3.7% | |
| 1 | 1 | 3.7% | |
| 2 | 1 | 3.7% | |
| 3 | 1 | 3.7% | |
| 4 | 1 | 3.7% | |
| 5 | 1 | 3.7% | |
| 6 | 1 | 3.7% | |
| 7 | 1 | 3.7% | |
| 8 | 1 | 3.7% | |
| Other values (17) | 17 | 63.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 3.7% | |
| 1 | 1 | 3.7% | |
| 2 | 1 | 3.7% | |
| 3 | 1 | 3.7% | |
| 4 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 34 | 1 | 3.7% | |
| 33 | 1 | 3.7% | |
| 32 | 1 | 3.7% | |
| 31 | 1 | 3.7% | |
| 29 | 1 | 3.7% |
good_opp
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 22.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.074074074 |
|---|---|
| Minimum | 2 |
| Maximum | 7 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.3 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 5 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.465656218 |
|---|---|
| Coef of variation | 0.2888519553 |
| Kurtosis | -0.4356846245 |
| Mean | 5.074074074 |
| MAD | 1.193415638 |
| Skewness | -0.4541469781 |
| Sum | 137 |
| Variance | 2.148148148 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=6)
Histogram with variable size bins (bins=[2. 7.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 7 | 25.9% | |
| 4 | 7 | 25.9% | |
| 7 | 5 | 18.5% | |
| 5 | 5 | 18.5% | |
| 2 | 2 | 7.4% | |
| 3 | 1 | 3.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 2 | 7.4% | |
| 3 | 1 | 3.7% | |
| 4 | 7 | 25.9% | |
| 5 | 5 | 18.5% | |
| 6 | 7 | 25.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 5 | 18.5% | |
| 6 | 7 | 25.9% | |
| 5 | 5 | 18.5% | |
| 4 | 7 | 25.9% | |
| 3 | 1 | 3.7% |
l_2ptpg17
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 29.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.05899967542 |
|---|---|
| Minimum | 0 |
| Maximum | 0.307692308 |
| Zeros (%) | 40.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.06823816071 |
| Q3 | 0.078067766 |
| 95-th percentile | 0.133333333 |
| Maximum | 0.307692308 |
| Range | 0.307692308 |
| Interquartile range | 0.078067766 |
Descriptive statistics
| Standard deviation | 0.06836808005 |
|---|---|
| Coef of variation | 1.158787393 |
| Kurtosis | 5.620923335 |
| Mean | 0.05899967542 |
| MAD | 0.0480738096 |
| Skewness | 1.890500945 |
| Sum | 1.592991236 |
| Variance | 0.00467419437 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=8)
Histogram with variable size bins (bins=[0. 0.03125 0.06536908 0.06823816 0.30769231], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 11 | 40.7% | |
| 0.06823816071 | 5 | 18.5% | |
| 0.078067766 | 3 | 11.1% | |
| 0.133333333 | 2 | 7.4% | |
| 0.125 | 2 | 7.4% | |
| 0.0625 | 2 | 7.4% | |
| 0.307692308 | 1 | 3.7% | |
| 0.06823816071 | 1 | 3.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 11 | 40.7% | |
| 0.0625 | 2 | 7.4% | |
| 0.06823816071 | 5 | 18.5% | |
| 0.06823816071 | 1 | 3.7% | |
| 0.078067766 | 3 | 11.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.307692308 | 1 | 3.7% | |
| 0.133333333 | 2 | 7.4% | |
| 0.125 | 2 | 7.4% | |
| 0.078067766 | 3 | 11.1% | |
| 0.06823816071 | 1 | 3.7% |
l_2ptpg18
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 37.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.09032559152 |
|---|---|
| Minimum | 0 |
| Maximum | 0.25 |
| Zeros (%) | 29.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.09300015461 |
| Q3 | 0.1339285714 |
| 95-th percentile | 0.1875 |
| Maximum | 0.25 |
| Range | 0.25 |
| Interquartile range | 0.1339285714 |
Descriptive statistics
| Standard deviation | 0.07312802769 |
|---|---|
| Coef of variation | 0.8096047473 |
| Kurtosis | -0.7369494204 |
| Mean | 0.09032559152 |
| MAD | 0.05733994433 |
| Skewness | 0.2364698422 |
| Sum | 2.438790971 |
| Variance | 0.005347708434 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.25], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 8 | 29.6% | |
| 0.09300015461 | 5 | 18.5% | |
| 0.1875 | 4 | 14.8% | |
| 0.125 | 3 | 11.1% | |
| 0.1428571429 | 2 | 7.4% | |
| 0.06666666667 | 1 | 3.7% | |
| 0.09300015461 | 1 | 3.7% | |
| 0.09090909091 | 1 | 3.7% | |
| 0.0625 | 1 | 3.7% | |
| 0.25 | 1 | 3.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 29.6% | |
| 0.0625 | 1 | 3.7% | |
| 0.06666666667 | 1 | 3.7% | |
| 0.09090909091 | 1 | 3.7% | |
| 0.09300015461 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.25 | 1 | 3.7% | |
| 0.1875 | 4 | 14.8% | |
| 0.1428571429 | 2 | 7.4% | |
| 0.125 | 3 | 11.1% | |
| 0.09300015461 | 5 | 18.5% |
l_fumblepg17
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 55.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1780060022 |
|---|---|
| Minimum | 0 |
| Maximum | 0.4375 |
| Zeros (%) | 11.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1606846085 |
| Median | 0.1866030849 |
| Q3 | 0.2 |
| 95-th percentile | 0.3270833331 |
| Maximum | 0.4375 |
| Range | 0.4375 |
| Interquartile range | 0.0393153915 |
Descriptive statistics
| Standard deviation | 0.1010009539 |
|---|---|
| Coef of variation | 0.5674019567 |
| Kurtosis | 0.8634487679 |
| Mean | 0.1780060022 |
| MAD | 0.06721122505 |
| Skewness | 0.1687329173 |
| Sum | 4.806162058 |
| Variance | 0.01020119269 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=15)
Histogram with variable size bins (bins=[0. 0.18255758 0.19375 0.4375 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.1866030849 | 5 | 18.5% | |
| 0.178512074 | 3 | 11.1% | |
| 0 | 3 | 11.1% | |
| 0.1875 | 3 | 11.1% | |
| 0.2 | 2 | 7.4% | |
| 0.066666667 | 2 | 7.4% | |
| 0.142857143 | 1 | 3.7% | |
| 0.1866030849 | 1 | 3.7% | |
| 0.333333333 | 1 | 3.7% | |
| 0.230769231 | 1 | 3.7% | |
| Other values (5) | 5 | 18.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3 | 11.1% | |
| 0.0625 | 1 | 3.7% | |
| 0.066666667 | 2 | 7.4% | |
| 0.142857143 | 1 | 3.7% | |
| 0.178512074 | 3 | 11.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.4375 | 1 | 3.7% | |
| 0.333333333 | 1 | 3.7% | |
| 0.3125 | 1 | 3.7% | |
| 0.285714286 | 1 | 3.7% | |
| 0.25 | 1 | 3.7% |
l_fumblepg18
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 63.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.218234925 |
|---|---|
| Minimum | 0 |
| Maximum | 0.5454545455 |
| Zeros (%) | 7.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01875 |
| Q1 | 0.125 |
| Median | 0.20968694 |
| Q3 | 0.28125 |
| 95-th percentile | 0.4375 |
| Maximum | 0.5454545455 |
| Range | 0.5454545455 |
| Interquartile range | 0.15625 |
Descriptive statistics
| Standard deviation | 0.1347205233 |
|---|---|
| Coef of variation | 0.6173188059 |
| Kurtosis | 0.1514133025 |
| Mean | 0.218234925 |
| MAD | 0.100469646 |
| Skewness | 0.5993693703 |
| Sum | 5.892342974 |
| Variance | 0.01814961939 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=17)
Histogram with variable size bins (bins=[0. 0.19859347 0.21198633 0.54545455], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.20968694 | 5 | 18.5% | |
| 0.125 | 3 | 11.1% | |
| 0 | 2 | 7.4% | |
| 0.4375 | 2 | 7.4% | |
| 0.25 | 2 | 7.4% | |
| 0.3125 | 2 | 7.4% | |
| 0.0625 | 1 | 3.7% | |
| 0.375 | 1 | 3.7% | |
| 0.5454545455 | 1 | 3.7% | |
| 0.20968694 | 1 | 3.7% | |
| Other values (7) | 7 | 25.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 7.4% | |
| 0.0625 | 1 | 3.7% | |
| 0.06666666667 | 1 | 3.7% | |
| 0.1111111111 | 1 | 3.7% | |
| 0.125 | 3 | 11.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.5454545455 | 1 | 3.7% | |
| 0.4375 | 2 | 7.4% | |
| 0.4 | 1 | 3.7% | |
| 0.375 | 1 | 3.7% | |
| 0.3125 | 2 | 7.4% |
l_name
Categorical, Unique
| First 5 values |
|---|
| Aaron Rodgers |
| Andy Dalton |
| Baker Mayfield |
| Ben Roethlisberger |
| Cam Newton |
| Last 5 values |
|---|
| Robert Griffin III |
| Ryan Fitzpatrick |
| Sam Darnold |
| Taysom Hill |
| Tom Brady |
First 5 values
| Value | Count | Frequency (%) | |
| Aaron Rodgers | 1 | 3.7% | |
| Andy Dalton | 1 | 3.7% | |
| Baker Mayfield | 1 | 3.7% | |
| Ben Roethlisberger | 1 | 3.7% | |
| Cam Newton | 1 | 3.7% |
Last 5 values
| Value | Count | Frequency (%) | |
| Tom Brady | 1 | 3.7% | |
| Taysom Hill | 1 | 3.7% | |
| Sam Darnold | 1 | 3.7% | |
| Ryan Fitzpatrick | 1 | 3.7% | |
| Robert Griffin III | 1 | 3.7% |
l_passintpg17
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 51.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7357144068 |
|---|---|
| Minimum | 0.285714286 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.285714286 |
|---|---|
| 5-th percentile | 0.4766666669 |
| Q1 | 0.6862792713 |
| Median | 0.75 |
| Q3 | 0.833928571 |
| 95-th percentile | 0.9799999999 |
| Maximum | 1 |
| Range | 0.714285714 |
| Interquartile range | 0.1476492997 |
Descriptive statistics
| Standard deviation | 0.1719125299 |
|---|---|
| Coef of variation | 0.2336674779 |
| Kurtosis | 0.4840627168 |
| Mean | 0.7357144068 |
| MAD | 0.1284561746 |
| Skewness | -0.8485430841 |
| Sum | 19.86428898 |
| Variance | 0.02955391795 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=14)
Histogram with variable size bins (bins=[0.28571429 0.74755854 0.74877927 1. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.7475585426 | 5 | 18.5% | |
| 0.833928571 | 3 | 11.1% | |
| 0.5 | 3 | 11.1% | |
| 0.8125 | 3 | 11.1% | |
| 0.866666667 | 2 | 7.4% | |
| 1 | 2 | 7.4% | |
| 0.75 | 2 | 7.4% | |
| 0.857142857 | 1 | 3.7% | |
| 0.285714286 | 1 | 3.7% | |
| 0.7475585426 | 1 | 3.7% | |
| Other values (4) | 4 | 14.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.285714286 | 1 | 3.7% | |
| 0.466666667 | 1 | 3.7% | |
| 0.5 | 3 | 11.1% | |
| 0.538461538 | 1 | 3.7% | |
| 0.625 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 7.4% | |
| 0.933333333 | 1 | 3.7% | |
| 0.866666667 | 2 | 7.4% | |
| 0.857142857 | 1 | 3.7% | |
| 0.833928571 | 3 | 11.1% |
l_passintpg18
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 66.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7028390921 |
|---|---|
| Minimum | 0.0625 |
| Maximum | 1.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0625 |
|---|---|
| 5-th percentile | 0.1875 |
| Q1 | 0.625 |
| Median | 0.6998242829 |
| Q3 | 0.775 |
| 95-th percentile | 1.107692308 |
| Maximum | 1.5 |
| Range | 1.4375 |
| Interquartile range | 0.15 |
Descriptive statistics
| Standard deviation | 0.2905098825 |
|---|---|
| Coef of variation | 0.4133376839 |
| Kurtosis | 1.903684254 |
| Mean | 0.7028390921 |
| MAD | 0.1859040626 |
| Skewness | 0.2592329529 |
| Sum | 18.97665549 |
| Variance | 0.08439599181 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=18)
Histogram with variable size bins (bins=[0.0625 0.67708333 0.72491214 1.5 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6998242829 | 5 | 18.5% | |
| 1 | 3 | 11.1% | |
| 0.6875 | 3 | 11.1% | |
| 0.625 | 2 | 7.4% | |
| 0.9285714286 | 1 | 3.7% | |
| 1.5 | 1 | 3.7% | |
| 0.5 | 1 | 3.7% | |
| 0.75 | 1 | 3.7% | |
| 0.4375 | 1 | 3.7% | |
| 0.0625 | 1 | 3.7% | |
| Other values (8) | 8 | 29.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0625 | 1 | 3.7% | |
| 0.125 | 1 | 3.7% | |
| 0.3333333333 | 1 | 3.7% | |
| 0.4375 | 1 | 3.7% | |
| 0.5 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.5 | 1 | 3.7% | |
| 1.153846154 | 1 | 3.7% | |
| 1 | 3 | 11.1% | |
| 0.9285714286 | 1 | 3.7% | |
| 0.8 | 1 | 3.7% |
l_passtdpg17
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 70.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.545225592 |
|---|---|
| Minimum | 0.714285714 |
| Maximum | 2.538461538 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.714285714 |
|---|---|
| 5-th percentile | 0.9441666669 |
| Q1 | 1.375 |
| Median | 1.5625 |
| Q3 | 1.629631598 |
| 95-th percentile | 2.2 |
| Maximum | 2.538461538 |
| Range | 1.824175824 |
| Interquartile range | 0.254631598 |
Descriptive statistics
| Standard deviation | 0.3800717886 |
|---|---|
| Coef of variation | 0.2459652432 |
| Kurtosis | 1.495740103 |
| Mean | 1.545225592 |
| MAD | 0.2531429665 |
| Skewness | 0.3744085689 |
| Sum | 41.72109098 |
| Variance | 0.1444545645 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[0.71428571 1.5671316 1.5717632 2.53846154], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.571763196 | 5 | 18.5% | |
| 1.542350088 | 3 | 11.1% | |
| 1.375 | 2 | 7.4% | |
| 1.866666667 | 2 | 7.4% | |
| 1.571763196 | 1 | 3.7% | |
| 1.4375 | 1 | 3.7% | |
| 1.125 | 1 | 3.7% | |
| 1.6875 | 1 | 3.7% | |
| 1.25 | 1 | 3.7% | |
| 1.8125 | 1 | 3.7% | |
| Other values (9) | 9 | 33.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.714285714 | 1 | 3.7% | |
| 0.866666667 | 1 | 3.7% | |
| 1.125 | 1 | 3.7% | |
| 1.166666667 | 1 | 3.7% | |
| 1.25 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.538461538 | 1 | 3.7% | |
| 2.285714286 | 1 | 3.7% | |
| 2 | 1 | 3.7% | |
| 1.866666667 | 2 | 7.4% | |
| 1.8125 | 1 | 3.7% |
l_passtdpg18
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 74.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.598666886 |
|---|---|
| Minimum | 0 |
| Maximum | 2.1875 |
| Zeros (%) | 3.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.90625 |
| Q1 | 1.354166667 |
| Median | 1.644648952 |
| Q3 | 1.909090909 |
| 95-th percentile | 2.130833333 |
| Maximum | 2.1875 |
| Range | 2.1875 |
| Interquartile range | 0.5549242424 |
Descriptive statistics
| Standard deviation | 0.4637952153 |
|---|---|
| Coef of variation | 0.2901137311 |
| Kurtosis | 4.419261583 |
| Mean | 1.598666886 |
| MAD | 0.3266614028 |
| Skewness | -1.648717515 |
| Sum | 43.16400593 |
| Variance | 0.2151060017 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[0. 1.24759615 2.1875 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.644648952 | 5 | 18.5% | |
| 1.909090909 | 2 | 7.4% | |
| 2.125 | 2 | 7.4% | |
| 1.3125 | 2 | 7.4% | |
| 1.714285714 | 1 | 3.7% | |
| 1.875 | 1 | 3.7% | |
| 1.375 | 1 | 3.7% | |
| 1.1875 | 1 | 3.7% | |
| 2.133333333 | 1 | 3.7% | |
| 2 | 1 | 3.7% | |
| Other values (10) | 10 | 37.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | 3.7% | |
| 0.7857142857 | 1 | 3.7% | |
| 1.1875 | 1 | 3.7% | |
| 1.307692308 | 1 | 3.7% | |
| 1.3125 | 2 | 7.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.1875 | 1 | 3.7% | |
| 2.133333333 | 1 | 3.7% | |
| 2.125 | 2 | 7.4% | |
| 2 | 1 | 3.7% | |
| 1.928571429 | 1 | 3.7% |
l_passydpg17
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 77.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 230.7437794 |
|---|---|
| Minimum | 76.71428571 |
| Maximum | 286.0625 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 76.71428571 |
|---|---|
| 5-th percentile | 187.5770833 |
| Q1 | 223.3333333 |
| Median | 232.9788001 |
| Q3 | 253.5692308 |
| 95-th percentile | 281.7425 |
| Maximum | 286.0625 |
| Range | 209.3482143 |
| Interquartile range | 30.2358974 |
Descriptive statistics
| Standard deviation | 39.75668269 |
|---|---|
| Coef of variation | 0.1722979609 |
| Kurtosis | 8.181839012 |
| Mean | 230.7437794 |
| MAD | 23.79664225 |
| Skewness | -2.1815943 |
| Sum | 6230.082045 |
| Variance | 1580.593819 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[ 76.71428571 231.86735265 232.97880008 233.0227334 286.0625 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 232.9788001 | 5 | 18.5% | |
| 232.5347053 | 3 | 11.1% | |
| 233.0666667 | 1 | 3.7% | |
| 253.5384615 | 1 | 3.7% | |
| 206.375 | 1 | 3.7% | |
| 207.75 | 1 | 3.7% | |
| 270.875 | 1 | 3.7% | |
| 196.3125 | 1 | 3.7% | |
| 255.8125 | 1 | 3.7% | |
| 255.9375 | 1 | 3.7% | |
| Other values (11) | 11 | 40.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 76.71428571 | 1 | 3.7% | |
| 183.8333333 | 1 | 3.7% | |
| 196.3125 | 1 | 3.7% | |
| 206.375 | 1 | 3.7% | |
| 207.5 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 286.0625 | 1 | 3.7% | |
| 283.4 | 1 | 3.7% | |
| 277.875 | 1 | 3.7% | |
| 270.875 | 1 | 3.7% | |
| 255.9375 | 1 | 3.7% |
l_passydpg18
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 85.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 250.7083037 |
|---|---|
| Minimum | 4 |
| Maximum | 320.5625 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 192.5153846 |
| Q1 | 245.0831027 |
| Median | 253.0625 |
| Q3 | 275.7569444 |
| 95-th percentile | 304.15 |
| Maximum | 320.5625 |
| Range | 316.5625 |
| Interquartile range | 30.67384171 |
Descriptive statistics
| Standard deviation | 56.86033113 |
|---|---|
| Coef of variation | 0.2267987549 |
| Kurtosis | 14.11930195 |
| Mean | 250.7083037 |
| MAD | 30.77644031 |
| Skewness | -3.296256192 |
| Sum | 6769.1242 |
| Variance | 3233.097256 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[ 4. 226.82867133 320.5625 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 247.3537055 | 5 | 18.5% | |
| 233.2727273 | 1 | 3.7% | |
| 236.0625 | 1 | 3.7% | |
| 242.5 | 1 | 3.7% | |
| 242.8125 | 1 | 3.7% | |
| 253.0625 | 1 | 3.7% | |
| 293 | 1 | 3.7% | |
| 268.625 | 1 | 3.7% | |
| 307.75 | 1 | 3.7% | |
| 266.0714286 | 1 | 3.7% | |
| Other values (13) | 13 | 48.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1 | 3.7% | |
| 180.5714286 | 1 | 3.7% | |
| 220.3846154 | 1 | 3.7% | |
| 233.2727273 | 1 | 3.7% | |
| 236.0625 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 320.5625 | 1 | 3.7% | |
| 307.75 | 1 | 3.7% | |
| 295.75 | 1 | 3.7% | |
| 293 | 1 | 3.7% | |
| 282.6 | 1 | 3.7% |
l_points1
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.11259259 |
|---|---|
| Minimum | 5.36 |
| Maximum | 35.4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 5.36 |
|---|---|
| 5-th percentile | 7.03 |
| Q1 | 11.3 |
| Median | 15.32 |
| Q3 | 21.21 |
| 95-th percentile | 29.126 |
| Maximum | 35.4 |
| Range | 30.04 |
| Interquartile range | 9.91 |
Descriptive statistics
| Standard deviation | 7.69635108 |
|---|---|
| Coef of variation | 0.4497478122 |
| Kurtosis | -0.2884572024 |
| Mean | 17.11259259 |
| MAD | 6.19473251 |
| Skewness | 0.5657076807 |
| Sum | 462.04 |
| Variance | 59.23381994 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=27)
Histogram with variable size bins (bins=[ 5.36 35.4 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 20.8 | 1 | 3.7% | |
| 21.62 | 1 | 3.7% | |
| 7 | 1 | 3.7% | |
| 9.44 | 1 | 3.7% | |
| 14.56 | 1 | 3.7% | |
| 13 | 1 | 3.7% | |
| 11.4 | 1 | 3.7% | |
| 28.02 | 1 | 3.7% | |
| 9.74 | 1 | 3.7% | |
| 14.82 | 1 | 3.7% | |
| Other values (17) | 17 | 63.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 5.36 | 1 | 3.7% | |
| 7 | 1 | 3.7% | |
| 7.1 | 1 | 3.7% | |
| 9.4 | 1 | 3.7% | |
| 9.44 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 35.4 | 1 | 3.7% | |
| 29.6 | 1 | 3.7% | |
| 28.02 | 1 | 3.7% | |
| 27.2 | 1 | 3.7% | |
| 25.64 | 1 | 3.7% |
l_points2
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 88.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.09740741 |
|---|---|
| Minimum | 0 |
| Maximum | 30.66 |
| Zeros (%) | 7.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.144 |
| Q1 | 8.5 |
| Median | 15 |
| Q3 | 18.12 |
| 95-th percentile | 22.928 |
| Maximum | 30.66 |
| Range | 30.66 |
| Interquartile range | 9.62 |
Descriptive statistics
| Standard deviation | 7.851725725 |
|---|---|
| Coef of variation | 0.5994870192 |
| Kurtosis | -0.2808530329 |
| Mean | 13.09740741 |
| MAD | 6.328998628 |
| Skewness | -0.1838685613 |
| Sum | 353.63 |
| Variance | 61.64959687 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=24)
Histogram with variable size bins (bins=[ 0. 30.66], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 2 | 7.4% | |
| 18.12 | 2 | 7.4% | |
| 14.36 | 2 | 7.4% | |
| 4.07 | 1 | 3.7% | |
| 9.9 | 1 | 3.7% | |
| 3 | 1 | 3.7% | |
| 0.48 | 1 | 3.7% | |
| 16.74 | 1 | 3.7% | |
| 23.66 | 1 | 3.7% | |
| 16.1 | 1 | 3.7% | |
| Other values (14) | 14 | 51.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 7.4% | |
| 0.48 | 1 | 3.7% | |
| 0.84 | 1 | 3.7% | |
| 3 | 1 | 3.7% | |
| 4.07 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30.66 | 1 | 3.7% | |
| 23.66 | 1 | 3.7% | |
| 21.22 | 1 | 3.7% | |
| 19.34 | 1 | 3.7% | |
| 19.1 | 1 | 3.7% |
l_points3
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 77.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.31296296 |
|---|---|
| Minimum | 0 |
| Maximum | 22.82 |
| Zeros (%) | 25.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.58 |
| Median | 13.3 |
| Q3 | 19.05 |
| 95-th percentile | 22.6 |
| Maximum | 22.82 |
| Range | 22.82 |
| Interquartile range | 18.47 |
Descriptive statistics
| Standard deviation | 8.783277737 |
|---|---|
| Coef of variation | 0.7763905677 |
| Kurtosis | -1.558927221 |
| Mean | 11.31296296 |
| MAD | 7.683895748 |
| Skewness | -0.1761717125 |
| Sum | 305.45 |
| Variance | 77.14596781 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[ 0. 0.58 22.82], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 7 | 25.9% | |
| 21.8 | 1 | 3.7% | |
| 22.82 | 1 | 3.7% | |
| 13.56 | 1 | 3.7% | |
| 14.12 | 1 | 3.7% | |
| 12.58 | 1 | 3.7% | |
| 21.32 | 1 | 3.7% | |
| 15.68 | 1 | 3.7% | |
| 7.02 | 1 | 3.7% | |
| 15.1 | 1 | 3.7% | |
| Other values (11) | 11 | 40.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 7 | 25.9% | |
| 1.16 | 1 | 3.7% | |
| 2.83 | 1 | 3.7% | |
| 7.02 | 1 | 3.7% | |
| 9.7 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.82 | 1 | 3.7% | |
| 22.66 | 1 | 3.7% | |
| 22.46 | 1 | 3.7% | |
| 21.8 | 1 | 3.7% | |
| 21.54 | 1 | 3.7% |
l_points4
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 74.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.41481481 |
|---|---|
| Minimum | 0 |
| Maximum | 28.48 |
| Zeros (%) | 29.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 8.62 |
| Q3 | 18.73 |
| 95-th percentile | 24.392 |
| Maximum | 28.48 |
| Range | 28.48 |
| Interquartile range | 18.73 |
Descriptive statistics
| Standard deviation | 9.881355548 |
|---|---|
| Coef of variation | 0.9487788044 |
| Kurtosis | -1.480384404 |
| Mean | 10.41481481 |
| MAD | 8.896460905 |
| Skewness | 0.3278006882 |
| Sum | 281.2 |
| Variance | 97.64118746 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[ 0. 0.26 28.48], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 8 | 29.6% | |
| 24.44 | 1 | 3.7% | |
| 4.64 | 1 | 3.7% | |
| 23.5 | 1 | 3.7% | |
| 20.68 | 1 | 3.7% | |
| 8.62 | 1 | 3.7% | |
| 21.7 | 1 | 3.7% | |
| 28.48 | 1 | 3.7% | |
| 13.46 | 1 | 3.7% | |
| 0.52 | 1 | 3.7% | |
| Other values (10) | 10 | 37.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 29.6% | |
| 0.52 | 1 | 3.7% | |
| 2.6 | 1 | 3.7% | |
| 3.7 | 1 | 3.7% | |
| 4.64 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28.48 | 1 | 3.7% | |
| 24.44 | 1 | 3.7% | |
| 24.28 | 1 | 3.7% | |
| 23.5 | 1 | 3.7% | |
| 22.02 | 1 | 3.7% |
l_points5
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 74.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.96481481 |
|---|---|
| Minimum | 0 |
| Maximum | 30.9 |
| Zeros (%) | 29.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 8.98 |
| Q3 | 20.26 |
| 95-th percentile | 26.76 |
| Maximum | 30.9 |
| Range | 30.9 |
| Interquartile range | 20.26 |
Descriptive statistics
| Standard deviation | 10.31341672 |
|---|---|
| Coef of variation | 0.9405919654 |
| Kurtosis | -1.306107845 |
| Mean | 10.96481481 |
| MAD | 8.999423868 |
| Skewness | 0.3930126465 |
| Sum | 296.05 |
| Variance | 106.3665644 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[ 0. 1. 30.9], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 8 | 29.6% | |
| 3.12 | 1 | 3.7% | |
| 2.88 | 1 | 3.7% | |
| 11.94 | 1 | 3.7% | |
| 12.06 | 1 | 3.7% | |
| 8.62 | 1 | 3.7% | |
| 20.57 | 1 | 3.7% | |
| 19.46 | 1 | 3.7% | |
| 19.98 | 1 | 3.7% | |
| 23.92 | 1 | 3.7% | |
| Other values (10) | 10 | 37.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 29.6% | |
| 2 | 1 | 3.7% | |
| 2.88 | 1 | 3.7% | |
| 3.12 | 1 | 3.7% | |
| 7.96 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30.9 | 1 | 3.7% | |
| 27.42 | 1 | 3.7% | |
| 25.22 | 1 | 3.7% | |
| 23.92 | 1 | 3.7% | |
| 23.16 | 1 | 3.7% |
l_points6
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 81.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.03807407 |
|---|---|
| Minimum | 0 |
| Maximum | 31.8 |
| Zeros (%) | 22.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.1 |
| Median | 12.5 |
| Q3 | 19.89 |
| 95-th percentile | 29.854 |
| Maximum | 31.8 |
| Range | 31.8 |
| Interquartile range | 18.79 |
Descriptive statistics
| Standard deviation | 10.31794961 |
|---|---|
| Coef of variation | 0.8571096627 |
| Kurtosis | -1.096163536 |
| Mean | 12.03807407 |
| MAD | 8.827917695 |
| Skewness | 0.2732917678 |
| Sum | 325.028 |
| Variance | 106.4600841 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 0. 0.54 31.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 6 | 22.2% | |
| 12.476 | 1 | 3.7% | |
| 27.32 | 1 | 3.7% | |
| 12.5 | 1 | 3.7% | |
| 4.98 | 1 | 3.7% | |
| 18.816 | 1 | 3.7% | |
| 19.32 | 1 | 3.7% | |
| 10.78 | 1 | 3.7% | |
| 12.6 | 1 | 3.7% | |
| 4.62 | 1 | 3.7% | |
| Other values (12) | 12 | 44.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 22.2% | |
| 1.08 | 1 | 3.7% | |
| 1.12 | 1 | 3.7% | |
| 2.7 | 1 | 3.7% | |
| 4.62 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 31.8 | 1 | 3.7% | |
| 30.94 | 1 | 3.7% | |
| 27.32 | 1 | 3.7% | |
| 21.54 | 1 | 3.7% | |
| 20.96 | 1 | 3.7% |
l_points7
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 85.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.07740741 |
|---|---|
| Minimum | 0 |
| Maximum | 42.76 |
| Zeros (%) | 18.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.67 |
| Median | 11.55666667 |
| Q3 | 21.79 |
| 95-th percentile | 29.022 |
| Maximum | 42.76 |
| Range | 42.76 |
| Interquartile range | 19.12 |
Descriptive statistics
| Standard deviation | 11.63710149 |
|---|---|
| Coef of variation | 0.8898630383 |
| Kurtosis | -0.2246865798 |
| Mean | 13.07740741 |
| MAD | 9.786748971 |
| Skewness | 0.6718667289 |
| Sum | 353.09 |
| Variance | 135.4221311 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[ 0. 2.93 42.76], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 5 | 18.5% | |
| 23.28 | 1 | 3.7% | |
| 11.96 | 1 | 3.7% | |
| 20.56 | 1 | 3.7% | |
| 42.76 | 1 | 3.7% | |
| 23 | 1 | 3.7% | |
| 2.78 | 1 | 3.7% | |
| 7.84 | 1 | 3.7% | |
| 6.52 | 1 | 3.7% | |
| 25.02 | 1 | 3.7% | |
| Other values (13) | 13 | 48.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 5 | 18.5% | |
| 2.123333333 | 1 | 3.7% | |
| 2.56 | 1 | 3.7% | |
| 2.78 | 1 | 3.7% | |
| 3.08 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 42.76 | 1 | 3.7% | |
| 29.22 | 1 | 3.7% | |
| 28.56 | 1 | 3.7% | |
| 27.64 | 1 | 3.7% | |
| 25.02 | 1 | 3.7% |
l_points8
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 81.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.17126984 |
|---|---|
| Minimum | 0 |
| Maximum | 28.1 |
| Zeros (%) | 22.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.614285714 |
| Median | 12.3 |
| Q3 | 19.31 |
| 95-th percentile | 26.348 |
| Maximum | 28.1 |
| Range | 28.1 |
| Interquartile range | 16.69571429 |
Descriptive statistics
| Standard deviation | 9.528415524 |
|---|---|
| Coef of variation | 0.7828612502 |
| Kurtosis | -1.356185191 |
| Mean | 12.17126984 |
| MAD | 8.045773075 |
| Skewness | 0.05841955674 |
| Sum | 328.6242857 |
| Variance | 90.79070241 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=22)
Histogram with variable size bins (bins=[ 0. 1.01428571 28.1 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 6 | 22.2% | |
| 22.88 | 1 | 3.7% | |
| 17.38 | 1 | 3.7% | |
| 11.56 | 1 | 3.7% | |
| 20.26 | 1 | 3.7% | |
| 12.62 | 1 | 3.7% | |
| 18.36 | 1 | 3.7% | |
| 12.6 | 1 | 3.7% | |
| 2.028571429 | 1 | 3.7% | |
| 12.3 | 1 | 3.7% | |
| Other values (12) | 12 | 44.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 22.2% | |
| 2.028571429 | 1 | 3.7% | |
| 3.2 | 1 | 3.7% | |
| 3.38 | 1 | 3.7% | |
| 8.86 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28.1 | 1 | 3.7% | |
| 26.96 | 1 | 3.7% | |
| 24.92 | 1 | 3.7% | |
| 23.4 | 1 | 3.7% | |
| 22.88 | 1 | 3.7% |
l_points9
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 63.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.39592593 |
|---|---|
| Minimum | 0 |
| Maximum | 24.84 |
| Zeros (%) | 37.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 12.5 |
| Q3 | 18.36 |
| 95-th percentile | 23.944 |
| Maximum | 24.84 |
| Range | 24.84 |
| Interquartile range | 18.36 |
Descriptive statistics
| Standard deviation | 9.43701642 |
|---|---|
| Coef of variation | 0.9077610294 |
| Kurtosis | -1.644825814 |
| Mean | 10.39592593 |
| MAD | 8.496378601 |
| Skewness | 0.0825219186 |
| Sum | 280.69 |
| Variance | 89.05727892 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=17)
Histogram with variable size bins (bins=[ 0. 1.38 24.84], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 10 | 37.0% | |
| 16.16 | 2 | 7.4% | |
| 2.76 | 1 | 3.7% | |
| 16.06 | 1 | 3.7% | |
| 12.94 | 1 | 3.7% | |
| 18.12 | 1 | 3.7% | |
| 12.5 | 1 | 3.7% | |
| 13.4 | 1 | 3.7% | |
| 7.29 | 1 | 3.7% | |
| 21.3 | 1 | 3.7% | |
| Other values (7) | 7 | 25.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | 37.0% | |
| 2.76 | 1 | 3.7% | |
| 7.29 | 1 | 3.7% | |
| 10.76 | 1 | 3.7% | |
| 12.5 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.84 | 1 | 3.7% | |
| 24.04 | 1 | 3.7% | |
| 23.72 | 1 | 3.7% | |
| 22.48 | 1 | 3.7% | |
| 21.3 | 1 | 3.7% |
l_pointspg17
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 77.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 16.17623623 |
|---|---|
| Minimum | 4.968571429 |
| Maximum | 23.67230769 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4.968571429 |
|---|---|
| 5-th percentile | 11.88565 |
| Q1 | 14.887875 |
| Median | 16.57962696 |
| Q3 | 17.509375 |
| 95-th percentile | 20.57260714 |
| Maximum | 23.67230769 |
| Range | 18.70373626 |
| Interquartile range | 2.6215 |
Descriptive statistics
| Standard deviation | 3.362775546 |
|---|---|
| Coef of variation | 0.2078836819 |
| Kurtosis | 4.369528039 |
| Mean | 16.17623623 |
| MAD | 2.190332227 |
| Skewness | -1.086668066 |
| Sum | 436.7583782 |
| Variance | 11.30825937 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[ 4.96857143 12.05775 16.5657935 16.58856348 23.67230769], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 16.57962696 | 5 | 18.5% | |
| 16.55196005 | 3 | 11.1% | |
| 20.8425 | 1 | 3.7% | |
| 19.94285714 | 1 | 3.7% | |
| 11.6275 | 1 | 3.7% | |
| 18.93 | 1 | 3.7% | |
| 17.35375 | 1 | 3.7% | |
| 17.91375 | 1 | 3.7% | |
| 14.94375 | 1 | 3.7% | |
| 12.488 | 1 | 3.7% | |
| Other values (11) | 11 | 40.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.968571429 | 1 | 3.7% | |
| 11.6275 | 1 | 3.7% | |
| 12.488 | 1 | 3.7% | |
| 13.15333333 | 1 | 3.7% | |
| 13.73125 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23.67230769 | 1 | 3.7% | |
| 20.8425 | 1 | 3.7% | |
| 19.94285714 | 1 | 3.7% | |
| 18.93 | 1 | 3.7% | |
| 17.91375 | 1 | 3.7% |
l_pointspg18
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 85.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.5277219 |
|---|---|
| Minimum | 4.951875 |
| Maximum | 22.924375 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 4.951875 |
|---|---|
| 5-th percentile | 13.756 |
| Q1 | 16.28767677 |
| Median | 18.00640449 |
| Q3 | 19.194375 |
| 95-th percentile | 22.0716875 |
| Maximum | 22.924375 |
| Range | 17.9725 |
| Interquartile range | 2.906698232 |
Descriptive statistics
| Standard deviation | 3.566489993 |
|---|---|
| Coef of variation | 0.2034770984 |
| Kurtosis | 4.943156899 |
| Mean | 17.5277219 |
| MAD | 2.426290955 |
| Skewness | -1.587457469 |
| Sum | 473.2484913 |
| Variance | 12.71985087 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[ 4.951875 13.7575 17.97507724 18.16413974 22.924375 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 18.00640449 | 5 | 18.5% | |
| 20.53 | 1 | 3.7% | |
| 14.15857143 | 1 | 3.7% | |
| 16.34444444 | 1 | 3.7% | |
| 20.53625 | 1 | 3.7% | |
| 17.72142857 | 1 | 3.7% | |
| 21.355 | 1 | 3.7% | |
| 15.185 | 1 | 3.7% | |
| 13.75375 | 1 | 3.7% | |
| 4.951875 | 1 | 3.7% | |
| Other values (13) | 13 | 48.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 4.951875 | 1 | 3.7% | |
| 13.75375 | 1 | 3.7% | |
| 13.76125 | 1 | 3.7% | |
| 14.03076923 | 1 | 3.7% | |
| 14.15857143 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.924375 | 1 | 3.7% | |
| 22.18571429 | 1 | 3.7% | |
| 21.805625 | 1 | 3.7% | |
| 21.355 | 1 | 3.7% | |
| 20.53625 | 1 | 3.7% |
l_pos
Constant
This variable is constant and should be ignored for analysis
| Constant value | QB |
|---|
l_ppgcurrent
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 96.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.2883206 |
|---|---|
| Minimum | 0.7777777778 |
| Maximum | 22.72 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.7777777778 |
|---|---|
| 5-th percentile | 1.696989418 |
| Q1 | 7.278333333 |
| Median | 14.84 |
| Q3 | 17.815 |
| 95-th percentile | 20.108 |
| Maximum | 22.72 |
| Range | 21.94222222 |
| Interquartile range | 10.53666667 |
Descriptive statistics
| Standard deviation | 6.771086927 |
|---|---|
| Coef of variation | 0.5510180886 |
| Kurtosis | -1.237758128 |
| Mean | 12.2883206 |
| MAD | 5.95668082 |
| Skewness | -0.3791961096 |
| Sum | 331.7846561 |
| Variance | 45.84761817 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=26)
Histogram with variable size bins (bins=[ 0.77777778 22.72 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 16.16 | 2 | 7.4% | |
| 0.7777777778 | 1 | 3.7% | |
| 2.893333333 | 1 | 3.7% | |
| 19.13 | 1 | 3.7% | |
| 9.88 | 1 | 3.7% | |
| 9.273333333 | 1 | 3.7% | |
| 1.651481481 | 1 | 3.7% | |
| 22.72 | 1 | 3.7% | |
| 17.09 | 1 | 3.7% | |
| 17.66 | 1 | 3.7% | |
| Other values (16) | 16 | 59.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.7777777778 | 1 | 3.7% | |
| 1.651481481 | 1 | 3.7% | |
| 1.803174603 | 1 | 3.7% | |
| 2.162222222 | 1 | 3.7% | |
| 2.893333333 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 22.72 | 1 | 3.7% | |
| 20.18 | 1 | 3.7% | |
| 19.94 | 1 | 3.7% | |
| 19.13 | 1 | 3.7% | |
| 18.6 | 1 | 3.7% |
l_proj
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 122.0740741 |
|---|---|
| Minimum | 10 |
| Maximum | 914 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 17.3 |
| Q1 | 36.5 |
| Median | 74 |
| Q3 | 101.5 |
| 95-th percentile | 475.2 |
| Maximum | 914 |
| Range | 904 |
| Interquartile range | 65 |
Descriptive statistics
| Standard deviation | 191.1368672 |
|---|---|
| Coef of variation | 1.565744968 |
| Kurtosis | 12.12295759 |
| Mean | 122.0740741 |
| MAD | 104.4224966 |
| Skewness | 3.388007926 |
| Sum | 3296 |
| Variance | 36533.30199 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=27)
Histogram with variable size bins (bins=[ 10. 122. 914.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 317 | 1 | 3.7% | |
| 28 | 1 | 3.7% | |
| 78 | 1 | 3.7% | |
| 74 | 1 | 3.7% | |
| 76 | 1 | 3.7% | |
| 14 | 1 | 3.7% | |
| 79 | 1 | 3.7% | |
| 80 | 1 | 3.7% | |
| 100 | 1 | 3.7% | |
| 914 | 1 | 3.7% | |
| Other values (17) | 17 | 63.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | 3.7% | |
| 14 | 1 | 3.7% | |
| 25 | 1 | 3.7% | |
| 28 | 1 | 3.7% | |
| 32 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 914 | 1 | 3.7% | |
| 543 | 1 | 3.7% | |
| 317 | 1 | 3.7% | |
| 124 | 1 | 3.7% | |
| 120 | 1 | 3.7% |
l_runnerQB17
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 77.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 324.2072088 |
|---|---|
| Minimum | 0.3265306129 |
| Maximum | 2537.640625 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.3265306129 |
|---|---|
| 5-th percentile | 2.327192708 |
| Q1 | 17.92444444 |
| Median | 377.4693878 |
| Q3 | 391.1370303 |
| 95-th percentile | 617.575 |
| Maximum | 2537.640625 |
| Range | 2537.314094 |
| Interquartile range | 373.2125859 |
Descriptive statistics
| Standard deviation | 488.0016907 |
|---|---|
| Coef of variation | 1.505215422 |
| Kurtosis | 17.22515369 |
| Mean | 324.2072088 |
| MAD | 267.5637587 |
| Skewness | 3.7843286 |
| Sum | 8753.594638 |
| Variance | 238145.6501 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[3.26530613e-01 1.79244444e+01 3.80912939e+02 3.91137030e+02 2.53764062e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 391.1370303 | 5 | 18.5% | |
| 384.3564906 | 3 | 11.1% | |
| 0.3265306129 | 1 | 3.7% | |
| 377.4693878 | 1 | 3.7% | |
| 625 | 1 | 3.7% | |
| 600.25 | 1 | 3.7% | |
| 2537.640625 | 1 | 3.7% | |
| 1.72265625 | 1 | 3.7% | |
| 13.140625 | 1 | 3.7% | |
| 156.25 | 1 | 3.7% | |
| Other values (11) | 11 | 40.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.3265306129 | 1 | 3.7% | |
| 1.72265625 | 1 | 3.7% | |
| 3.737777776 | 1 | 3.7% | |
| 4.78515625 | 1 | 3.7% | |
| 12.48444444 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2537.640625 | 1 | 3.7% | |
| 625 | 1 | 3.7% | |
| 600.25 | 1 | 3.7% | |
| 510.76 | 1 | 3.7% | |
| 391.1370303 | 1 | 3.7% |
l_runnerQB18
Numeric
| Distinct count | 23 |
|---|---|
| Unique (%) | 85.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 244.376894 |
|---|---|
| Minimum | 2.640625 |
| Maximum | 1422.367347 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2.640625 |
|---|---|
| 5-th percentile | 6.847782986 |
| Q1 | 44.05565201 |
| Median | 98.57653061 |
| Q3 | 378.5984517 |
| 95-th percentile | 661.675 |
| Maximum | 1422.367347 |
| Range | 1419.726722 |
| Interquartile range | 334.5427997 |
Descriptive statistics
| Standard deviation | 304.7818856 |
|---|---|
| Coef of variation | 1.247179636 |
| Kurtosis | 7.987521464 |
| Mean | 244.376894 |
| MAD | 218.4435559 |
| Skewness | 2.459766362 |
| Sum | 6598.176138 |
| Variance | 92891.99779 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=23)
Histogram with variable size bins (bins=[ 2.640625 93.12710828 354.69180397 428.0703125 1422.36734694], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 378.5984517 | 5 | 18.5% | |
| 79.8789 | 1 | 3.7% | |
| 441 | 1 | 3.7% | |
| 1422.367347 | 1 | 3.7% | |
| 2.640625 | 1 | 3.7% | |
| 72.25 | 1 | 3.7% | |
| 756.25 | 1 | 3.7% | |
| 21.16 | 1 | 3.7% | |
| 8.62890625 | 1 | 3.7% | |
| 330.7851562 | 1 | 3.7% | |
| Other values (13) | 13 | 48.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.640625 | 1 | 3.7% | |
| 6.084444444 | 1 | 3.7% | |
| 8.62890625 | 1 | 3.7% | |
| 10.9727 | 1 | 3.7% | |
| 21.16 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1422.367347 | 1 | 3.7% | |
| 756.25 | 1 | 3.7% | |
| 441 | 1 | 3.7% | |
| 415.140625 | 1 | 3.7% | |
| 378.5984517 | 1 | 3.7% |
l_rush1stpg17
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 70.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8864542755 |
|---|---|
| Minimum | 0.133333333 |
| Maximum | 2.875 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.133333333 |
|---|---|
| 5-th percentile | 0.1562500001 |
| Q1 | 0.4375 |
| Median | 0.9290396608 |
| Q3 | 0.932310745 |
| 95-th percentile | 1.94375 |
| Maximum | 2.875 |
| Range | 2.741666667 |
| Interquartile range | 0.494810745 |
Descriptive statistics
| Standard deviation | 0.620435955 |
|---|---|
| Coef of variation | 0.699907454 |
| Kurtosis | 2.981994803 |
| Mean | 0.8864542755 |
| MAD | 0.4236736418 |
| Skewness | 1.453050024 |
| Sum | 23.93426544 |
| Variance | 0.3849407743 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[0.13333333 0.92903966 0.9306752 0.99740537 2.875 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.9290396608 | 5 | 18.5% | |
| 0.932310745 | 3 | 11.1% | |
| 0.5625 | 2 | 7.4% | |
| 0.4375 | 2 | 7.4% | |
| 0.6875 | 1 | 3.7% | |
| 2.875 | 1 | 3.7% | |
| 2 | 1 | 3.7% | |
| 1.8125 | 1 | 3.7% | |
| 0.1875 | 1 | 3.7% | |
| 1.0625 | 1 | 3.7% | |
| Other values (9) | 9 | 33.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.133333333 | 1 | 3.7% | |
| 0.142857143 | 1 | 3.7% | |
| 0.1875 | 1 | 3.7% | |
| 0.2 | 1 | 3.7% | |
| 0.333333333 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.875 | 1 | 3.7% | |
| 2 | 1 | 3.7% | |
| 1.8125 | 1 | 3.7% | |
| 1.466666667 | 1 | 3.7% | |
| 1.428571429 | 1 | 3.7% |
l_rush1stpg18
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 77.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.995643242 |
|---|---|
| Minimum | 0.3125 |
| Maximum | 2.571428571 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.3125 |
|---|---|
| 5-th percentile | 0.3278409091 |
| Q1 | 0.6791666667 |
| Median | 1.111111111 |
| Q3 | 1.123986306 |
| 95-th percentile | 1.76875 |
| Maximum | 2.571428571 |
| Range | 2.258928571 |
| Interquartile range | 0.4448196398 |
Descriptive statistics
| Standard deviation | 0.4851664145 |
|---|---|
| Coef of variation | 0.4872894166 |
| Kurtosis | 3.252771863 |
| Mean | 0.995643242 |
| MAD | 0.3486505229 |
| Skewness | 1.281454112 |
| Sum | 26.88236753 |
| Variance | 0.2353864498 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[0.3125 1.12297261 1.12398631 2.57142857], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.122972613 | 5 | 18.5% | |
| 0.3125 | 2 | 7.4% | |
| 0.9375 | 2 | 7.4% | |
| 1.230769231 | 1 | 3.7% | |
| 0.5 | 1 | 3.7% | |
| 0.8125 | 1 | 3.7% | |
| 1.5625 | 1 | 3.7% | |
| 0.5625 | 1 | 3.7% | |
| 0.3636363636 | 1 | 3.7% | |
| 0.75 | 1 | 3.7% | |
| Other values (11) | 11 | 40.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.3125 | 2 | 7.4% | |
| 0.3636363636 | 1 | 3.7% | |
| 0.5 | 1 | 3.7% | |
| 0.5625 | 1 | 3.7% | |
| 0.5714285714 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.571428571 | 1 | 3.7% | |
| 1.857142857 | 1 | 3.7% | |
| 1.5625 | 1 | 3.7% | |
| 1.25 | 1 | 3.7% | |
| 1.230769231 | 1 | 3.7% |
l_rushtdpg17
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 37.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.09569801645 |
|---|---|
| Minimum | 0 |
| Maximum | 0.375 |
| Zeros (%) | 37.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.1031693945 |
| Q3 | 0.10355447 |
| 95-th percentile | 0.3624999999 |
| Maximum | 0.375 |
| Range | 0.375 |
| Interquartile range | 0.10355447 |
Descriptive statistics
| Standard deviation | 0.1130089171 |
|---|---|
| Coef of variation | 1.180890903 |
| Kurtosis | 1.602542301 |
| Mean | 0.09569801645 |
| MAD | 0.07764747258 |
| Skewness | 1.492291474 |
| Sum | 2.583846444 |
| Variance | 0.01277101534 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.11427724 0.375 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 10 | 37.0% | |
| 0.1031693945 | 5 | 18.5% | |
| 0.10355447 | 3 | 11.1% | |
| 0.066666667 | 2 | 7.4% | |
| 0.375 | 2 | 7.4% | |
| 0.1031693945 | 1 | 3.7% | |
| 0.333333333 | 1 | 3.7% | |
| 0.25 | 1 | 3.7% | |
| 0.0625 | 1 | 3.7% | |
| 0.125 | 1 | 3.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10 | 37.0% | |
| 0.0625 | 1 | 3.7% | |
| 0.066666667 | 2 | 7.4% | |
| 0.1031693945 | 5 | 18.5% | |
| 0.1031693945 | 1 | 3.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.375 | 2 | 7.4% | |
| 0.333333333 | 1 | 3.7% | |
| 0.25 | 1 | 3.7% | |
| 0.125 | 1 | 3.7% | |
| 0.10355447 | 3 | 11.1% |
l_rushtdpg18
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 44.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1189942443 |
|---|---|
| Minimum | 0 |
| Maximum | 0.375 |
| Zeros (%) | 22.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0625 |
| Median | 0.125 |
| Q3 | 0.1341938567 |
| 95-th percentile | 0.28 |
| Maximum | 0.375 |
| Range | 0.375 |
| Interquartile range | 0.07169385674 |
Descriptive statistics
| Standard deviation | 0.09586907487 |
|---|---|
| Coef of variation | 0.8056614456 |
| Kurtosis | 0.7042123555 |
| Mean | 0.1189942443 |
| MAD | 0.06855699007 |
| Skewness | 0.7927232952 |
| Sum | 3.212844596 |
| Variance | 0.009190879517 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=12)
Histogram with variable size bins (bins=[0. 0.12526529 0.12553057 0.375 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 6 | 22.2% | |
| 0.1255305706 | 5 | 18.5% | |
| 0.125 | 4 | 14.8% | |
| 0.0625 | 3 | 11.1% | |
| 0.1875 | 2 | 7.4% | |
| 0.1255305706 | 1 | 3.7% | |
| 0.2666666667 | 1 | 3.7% | |
| 0.07692307692 | 1 | 3.7% | |
| 0.1428571429 | 1 | 3.7% | |
| 0.2857142857 | 1 | 3.7% | |
| Other values (2) | 2 | 7.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 22.2% | |
| 0.0625 | 3 | 11.1% | |
| 0.07692307692 | 1 | 3.7% | |
| 0.125 | 4 | 14.8% | |
| 0.1255305706 | 5 | 18.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.375 | 1 | 3.7% | |
| 0.2857142857 | 1 | 3.7% | |
| 0.2666666667 | 1 | 3.7% | |
| 0.25 | 1 | 3.7% | |
| 0.1875 | 2 | 7.4% |
l_rushydpg17
Highly correlated
This variable is highly correlated with l_rush1stpg17 and should be ignored for analysis
| Correlation | 0.9707104472 |
|---|
l_rushydpg18
Highly correlated
This variable is highly correlated with l_runnerQB18 and should be ignored for analysis
| Correlation | 0.9528382573 |
|---|
l_team
Categorical
| Distinct count | 25 |
|---|---|
| Unique (%) | 92.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Jax | 2 |
|---|---|
| NO | 2 |
| Phi | 1 |
| Other values (22) |
| Value | Count | Frequency (%) | |
| Jax | 2 | 7.4% | |
| NO | 2 | 7.4% | |
| Phi | 1 | 3.7% | |
| NE | 1 | 3.7% | |
| Cle | 1 | 3.7% | |
| Buf | 1 | 3.7% | |
| Ten | 1 | 3.7% | |
| Was | 1 | 3.7% | |
| Cin | 1 | 3.7% | |
| Pit | 1 | 3.7% | |
| Other values (15) | 15 | 55.6% |
| Max length | 3 |
|---|---|
| Mean length | 2.851851852 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
l_touchdown17
Highly correlated
This variable is highly correlated with l_passtdpg17 and should be ignored for analysis
| Correlation | 0.9556120918 |
|---|
l_touchdown18
Highly correlated
This variable is highly correlated with l_passtdpg18 and should be ignored for analysis
| Correlation | 0.9231693969 |
|---|
med_opp
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 25.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6 |
|---|---|
| Minimum | 3 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7.5 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 6 |
| Interquartile range | 2.5 |
Descriptive statistics
| Standard deviation | 1.664100589 |
|---|---|
| Coef of variation | 0.2773500981 |
| Kurtosis | -1.180833333 |
| Mean | 6 |
| MAD | 1.407407407 |
| Skewness | 0.05408326913 |
| Sum | 162 |
| Variance | 2.769230769 |
| Memory size | 344.0 B |
Histogram with fixed size bins (bins=7)
Histogram with variable size bins (bins=[3. 9.], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8 | 6 | 22.2% | |
| 5 | 6 | 22.2% | |
| 4 | 5 | 18.5% | |
| 7 | 4 | 14.8% | |
| 6 | 4 | 14.8% | |
| 9 | 1 | 3.7% | |
| 3 | 1 | 3.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3 | 1 | 3.7% | |
| 4 | 5 | 18.5% | |
| 5 | 6 | 22.2% | |
| 6 | 4 | 14.8% | |
| 7 | 4 | 14.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 1 | 3.7% | |
| 8 | 6 | 22.2% | |
| 7 | 4 | 14.8% | |
| 6 | 4 | 14.8% | |
| 5 | 6 | 22.2% |
opp_1
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 3 | 9 | 33.3% | |
| 1 | 8 | 29.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_10
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 8 | 29.6% | |
| 1 | 7 | 25.9% | |
| 3 | 6 | 22.2% | |
| 0 | 6 | 22.2% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_11
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 3 | 7 | 25.9% | |
| 1 | 7 | 25.9% | |
| 0 | 3 | 11.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_12
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 1 | 8 | 29.6% | |
| 3 | 7 | 25.9% | |
| 0 | 2 | 7.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_13
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 10 | 37.0% | |
| 2 | 10 | 37.0% | |
| 1 | 7 | 25.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_14
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 10 | 37.0% | |
| 2 | 9 | 33.3% | |
| 1 | 8 | 29.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_15
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 3 | 9 | 33.3% | |
| 1 | 8 | 29.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_16
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 11 | 40.7% | |
| 3 | 8 | 29.6% | |
| 1 | 8 | 29.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_17
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 11 | 40.7% | |
| 3 | 8 | 29.6% | |
| 1 | 8 | 29.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_2
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 11 | 40.7% | |
| 1 | 9 | 33.3% | |
| 3 | 7 | 25.9% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_3
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 11.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 3 | 9 | 33.3% | |
| 1 | 8 | 29.6% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_4
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 10 | 37.0% | |
| 2 | 9 | 33.3% | |
| 3 | 7 | 25.9% | |
| 0 | 1 | 3.7% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_5
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 1 | 8 | 29.6% | |
| 3 | 7 | 25.9% | |
| 0 | 2 | 7.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_6
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 3 | 8 | 29.6% | |
| 1 | 6 | 22.2% | |
| 0 | 3 | 11.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_7
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 3 | |
|---|---|
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 3 | 10 | 37.0% | |
| 1 | 9 | 33.3% | |
| 2 | 5 | 18.5% | |
| 0 | 3 | 11.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_8
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 10 | 37.0% | |
| 3 | 9 | 33.3% | |
| 1 | 6 | 22.2% | |
| 0 | 2 | 7.4% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
opp_9
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 14.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 |
| Value | Count | Frequency (%) | |
| 2 | 8 | 29.6% | |
| 1 | 8 | 29.6% | |
| 3 | 6 | 22.2% | |
| 0 | 5 | 18.5% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
First rows
| bad_opp | df_index | good_opp | l_2ptpg17 | l_2ptpg18 | l_fumblepg17 | l_fumblepg18 | l_name | l_passintpg17 | l_passintpg18 | l_passtdpg17 | l_passtdpg18 | l_passydpg17 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg17 | l_pointspg18 | l_pos | l_ppgcurrent | l_proj | l_runnerQB17 | l_runnerQB18 | l_rush1stpg17 | l_rush1stpg18 | l_rushtdpg17 | l_rushtdpg18 | l_rushydpg17 | l_rushydpg18 | l_team | l_touchdown17 | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6 | 0 | 4 | 0.000000 | 0.187500 | 0.142857 | 0.187500 | Aaron Rodgers | 0.857143 | 0.125000 | 2.285714 | 1.562500 | 239.285714 | 277.625000 | 12.92 | 14.36 | 13.30 | 28.48 | 9.42 | 19.320 | 42.760000 | 28.100000 | 12.94 | 19.942857 | 20.536250 | QB | 20.180000 | 25 | 377.469388 | 330.785156 | 1.428571 | 1.250000 | 0.000000 | 0.125000 | 18.000000 | 16.812500 | GB | 5.224490 | 2.847656 | 6 | 1 | 2 | 0 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 3 | 3 | 2 | 1 |
| 1 | 6 | 1 | 4 | 0.000000 | 0.000000 | 0.250000 | 0.000000 | Andy Dalton | 0.750000 | 1.000000 | 1.562500 | 1.909091 | 207.500000 | 233.272727 | 20.72 | 18.64 | 15.10 | 4.64 | 19.98 | 12.600 | 19.340000 | 18.290000 | 16.16 | 13.731250 | 16.230909 | QB | 16.160000 | 84 | 45.562500 | 87.677686 | 0.562500 | 0.363636 | 0.000000 | 0.000000 | 6.187500 | 9.000000 | Cin | 2.441406 | 3.644628 | 6 | 3 | 2 | 3 | 1 | 2 | 2 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 0 |
| 2 | 7 | 2 | 5 | 0.078068 | 0.142857 | 0.178512 | 0.214286 | Baker Mayfield | 0.833929 | 1.000000 | 1.542350 | 1.928571 | 232.534705 | 266.071429 | 9.40 | 15.00 | 9.70 | 16.78 | 2.00 | 20.460 | 11.556667 | 11.560000 | 18.12 | 16.551960 | 17.721429 | QB | 12.730000 | 14 | 384.356491 | 98.576531 | 0.932311 | 0.571429 | 0.103554 | 0.000000 | 13.583337 | 9.357143 | Cle | 2.968417 | 3.719388 | 4 | 2 | 1 | 1 | 3 | 1 | 3 | 3 | 2 | 3 | 2 | 1 | 2 | 1 | 3 | 0 | 1 | 1 |
| 3 | 5 | 3 | 6 | 0.133333 | 0.250000 | 0.066667 | 0.125000 | Ben Roethlisberger | 0.933333 | 1.000000 | 1.866667 | 2.125000 | 283.400000 | 320.562500 | 9.74 | 3.00 | 0.00 | 0.00 | 0.00 | 0.000 | 2.123333 | 0.000000 | 0.00 | 17.782667 | 21.805625 | QB | 1.651481 | 58 | 12.484444 | 50.765625 | 0.400000 | 0.812500 | 0.000000 | 0.187500 | 3.133333 | 6.125000 | Pit | 3.484444 | 5.347656 | 5 | 1 | 1 | 2 | 3 | 2 | 3 | 1 | 3 | 2 | 3 | 1 | 3 | 2 | 1 | 0 | 3 | 2 |
| 4 | 3 | 4 | 7 | 0.062500 | 0.142857 | 0.062500 | 0.000000 | Cam Newton | 1.000000 | 0.928571 | 1.375000 | 1.714286 | 206.375000 | 242.500000 | 5.36 | 11.32 | 0.00 | 0.00 | 0.00 | 0.000 | 2.780000 | 0.000000 | 0.00 | 20.842500 | 22.185714 | QB | 2.162222 | 10 | 2537.640625 | 1422.367347 | 2.875000 | 2.571429 | 0.375000 | 0.285714 | 47.125000 | 34.857143 | Car | 3.062500 | 4.000000 | 6 | 1 | 1 | 3 | 2 | 2 | 3 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 3 | 0 | 1 | 2 |
| 5 | 6 | 5 | 6 | 0.307692 | 0.090909 | 0.230769 | 0.545455 | Carson Wentz | 0.538462 | 0.636364 | 2.538462 | 1.909091 | 253.538462 | 279.454545 | 28.02 | 17.54 | 22.66 | 21.70 | 12.06 | 21.540 | 7.840000 | 17.380000 | 16.06 | 23.672308 | 18.502727 | QB | 18.310000 | 32 | 625.000000 | 85.983471 | 2.000000 | 0.818182 | 0.000000 | 0.000000 | 23.000000 | 8.454545 | Phi | 6.443787 | 3.644628 | 4 | 2 | 0 | 1 | 3 | 3 | 3 | 2 | 1 | 3 | 3 | 3 | 1 | 2 | 2 | 1 | 1 | 1 |
| 6 | 7 | 6 | 4 | 0.068238 | 0.093000 | 0.186603 | 0.209687 | Case Keenum | 0.747559 | 0.699824 | 1.571763 | 1.644649 | 232.978800 | 247.353706 | 27.20 | 16.74 | 12.58 | 0.52 | 0.00 | 15.640 | 3.080000 | 3.200000 | 0.00 | 16.579627 | 18.006404 | QB | 8.773333 | 120 | 391.137030 | 378.598452 | 0.929040 | 1.122973 | 0.103169 | 0.125531 | 13.197921 | 13.871170 | Was | 3.083280 | 3.487112 | 5 | 2 | 0 | 2 | 3 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 1 |
| 7 | 5 | 7 | 4 | 0.000000 | 0.125000 | 0.187500 | 0.375000 | Dak Prescott | 0.812500 | 0.500000 | 1.375000 | 1.375000 | 207.750000 | 242.812500 | 35.40 | 30.66 | 21.54 | 8.62 | 25.22 | 17.220 | 20.560000 | 22.745714 | 22.48 | 17.353750 | 18.681250 | QB | 22.720000 | 28 | 600.250000 | 441.000000 | 1.812500 | 1.562500 | 0.375000 | 0.375000 | 22.312500 | 19.062500 | Dal | 3.062500 | 3.063000 | 7 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 2 | 0 | 3 |
| 8 | 6 | 8 | 2 | 0.133333 | 0.062500 | 0.200000 | 0.437500 | Derek Carr | 0.866667 | 0.625000 | 1.466667 | 1.187500 | 233.066667 | 253.062500 | 14.56 | 10.72 | 15.68 | 13.46 | 7.96 | 12.476 | 15.720000 | 23.400000 | 19.56 | 14.096000 | 13.753750 | QB | 14.840000 | 80 | 22.404444 | 10.972700 | 0.333333 | 0.312500 | 0.000000 | 0.062500 | 4.400000 | 2.937500 | Oak | 2.151111 | 1.562500 | 8 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 0 | 1 | 3 | 3 |
| 9 | 4 | 10 | 7 | 0.000000 | 0.066667 | 0.000000 | 0.066667 | Drew Brees | 0.500000 | 0.333333 | 1.437500 | 2.133333 | 270.875000 | 266.133333 | 20.80 | 0.48 | 0.00 | 0.00 | 0.00 | 0.000 | 0.000000 | 24.920000 | 0.00 | 16.597500 | 20.530000 | QB | 5.133333 | 36 | 1.722656 | 6.084444 | 0.437500 | 0.733333 | 0.125000 | 0.266667 | 0.750000 | 1.466667 | NO | 2.441406 | 5.760000 | 5 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 1 | 3 | 0 |
Last rows
| bad_opp | df_index | good_opp | l_2ptpg17 | l_2ptpg18 | l_fumblepg17 | l_fumblepg18 | l_name | l_passintpg17 | l_passintpg18 | l_passtdpg17 | l_passtdpg18 | l_passydpg17 | l_passydpg18 | l_points1 | l_points2 | l_points3 | l_points4 | l_points5 | l_points6 | l_points7 | l_points8 | l_points9 | l_pointspg17 | l_pointspg18 | l_pos | l_ppgcurrent | l_proj | l_runnerQB17 | l_runnerQB18 | l_rush1stpg17 | l_rush1stpg18 | l_rushtdpg17 | l_rushtdpg18 | l_rushydpg17 | l_rushydpg18 | l_team | l_touchdown17 | l_touchdown18 | med_opp | opp_1 | opp_10 | opp_11 | opp_12 | opp_13 | opp_14 | opp_15 | opp_16 | opp_17 | opp_2 | opp_3 | opp_4 | opp_5 | opp_6 | opp_7 | opp_8 | opp_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 5 | 20 | 7 | 0.068238 | 0.093 | 0.186603 | 0.209687 | Kyler Murray | 0.747559 | 0.699824 | 1.571763 | 1.644649 | 232.978800 | 247.353705 | 21.62 | 16.36 | 22.82 | 16.34 | 27.42 | 31.80 | 8.96 | 10.100000 | 24.04 | 16.579627 | 18.006404 | QB | 19.940000 | 55 | 391.137030 | 378.598452 | 0.929040 | 1.122973 | 0.103169 | 0.125531 | 13.197921 | 13.871170 | Ari | 3.083280 | 3.487112 | 4 | 3 | 3 | 1 | 0 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 3 | 3 | 3 | 3 | 2 | 1 |
| 18 | 3 | 22 | 5 | 0.000000 | 0.000 | 0.066667 | 0.142857 | Marcus Mariota | 1.000000 | 0.571429 | 0.866667 | 0.785714 | 215.466667 | 180.571429 | 25.32 | 14.36 | 17.56 | 24.28 | 8.62 | 1.08 | 0.00 | 0.000000 | 0.00 | 14.832000 | 14.158571 | QB | 10.140000 | 74 | 510.760000 | 756.250000 | 1.466667 | 1.857143 | 0.333333 | 0.142857 | 20.800000 | 25.500000 | Ten | 1.440000 | 0.862245 | 8 | 2 | 2 | 0 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 3 | 2 |
| 19 | 2 | 23 | 5 | 0.000000 | 0.125 | 0.187500 | 0.312500 | Matt Ryan | 0.750000 | 0.437500 | 1.250000 | 2.187500 | 255.937500 | 307.750000 | 19.56 | 19.10 | 22.46 | 16.68 | 30.90 | 30.94 | 2.56 | 0.000000 | 0.00 | 14.943750 | 22.924375 | QB | 15.800000 | 54 | 92.640625 | 79.878900 | 0.687500 | 0.937500 | 0.000000 | 0.187500 | 8.937500 | 7.812500 | Atl | 1.562500 | 5.640600 | 9 | 2 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 3 | 2 | 2 | 2 | 3 | 3 | 1 | 3 | 0 |
| 20 | 7 | 24 | 4 | 0.125000 | 0.000 | 0.437500 | 0.250000 | Matthew Stafford | 0.625000 | 0.687500 | 1.812500 | 1.312500 | 277.875000 | 236.062500 | 29.60 | 16.10 | 12.14 | 24.44 | 20.57 | 12.50 | 28.56 | 3.380000 | 24.84 | 17.665000 | 13.761250 | QB | 19.130000 | 79 | 44.722656 | 24.378906 | 0.562500 | 0.500000 | 0.000000 | 0.000000 | 6.125000 | 4.437500 | Det | 3.285156 | 1.722656 | 5 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 0 | 1 | 2 | 3 | 3 |
| 21 | 2 | 26 | 6 | 0.000000 | 0.000 | 0.285714 | 0.400000 | Nick Foles | 0.285714 | 0.800000 | 0.714286 | 1.400000 | 76.714286 | 282.600000 | 7.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.000000 | 0.00 | 4.968571 | 16.578000 | QB | 0.777778 | 76 | 0.326531 | 21.160000 | 0.142857 | 1.200000 | 0.000000 | 0.000000 | 0.428571 | 3.400000 | Jax | 0.510204 | 1.960000 | 8 | 2 | 0 | 2 | 2 | 3 | 1 | 3 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 3 | 2 | 3 |
| 22 | 6 | 29 | 6 | 0.068238 | 0.093 | 0.186603 | 0.209687 | Robert Griffin III | 0.747559 | 0.699824 | 1.571763 | 1.644649 | 232.978800 | 247.353706 | 7.10 | 7.10 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 2.028571 | 0.00 | 16.579627 | 18.006404 | QB | 1.803175 | 543 | 391.137030 | 378.598452 | 0.929040 | 1.122973 | 0.103169 | 0.125531 | 13.197921 | 13.871170 | Bal | 3.083280 | 3.487112 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | 3 | 3 | 0 | 1 |
| 23 | 7 | 31 | 2 | 0.000000 | 0.125 | 0.000000 | 0.125000 | Ryan Fitzpatrick | 0.500000 | 1.500000 | 1.166667 | 2.125000 | 183.833333 | 295.750000 | 11.20 | 0.84 | 1.16 | 0.00 | 2.88 | 10.78 | 20.58 | 12.300000 | 23.72 | 13.153333 | 21.355000 | QB | 9.273333 | 103 | 191.361111 | 415.140625 | 0.833333 | 1.125000 | 0.000000 | 0.250000 | 13.000000 | 19.000000 | Mia | 1.361111 | 5.640625 | 7 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 0 | 2 | 1 | 1 | 2 |
| 24 | 6 | 32 | 5 | 0.078068 | 0.000 | 0.178512 | 0.153846 | Sam Darnold | 0.833929 | 1.153846 | 1.542350 | 1.307692 | 232.534705 | 220.384615 | 13.00 | 0.00 | 0.00 | 0.00 | 0.00 | 20.62 | 6.66 | 12.620000 | 12.50 | 16.551960 | 14.030769 | QB | 7.266667 | 78 | 384.356491 | 142.159763 | 0.932311 | 1.230769 | 0.103554 | 0.076923 | 13.583337 | 10.615385 | NYJ | 2.968417 | 1.917160 | 5 | 1 | 3 | 2 | 3 | 3 | 3 | 2 | 1 | 1 | 2 | 1 | 0 | 2 | 1 | 1 | 2 | 3 |
| 25 | 4 | 33 | 7 | 0.078068 | 0.000 | 0.178512 | 0.062500 | Taysom Hill | 0.833929 | 0.062500 | 1.542350 | 0.000000 | 232.534705 | 4.000000 | 11.40 | 4.07 | 2.83 | 2.60 | 3.12 | 2.70 | 13.37 | 18.200000 | 7.29 | 16.551960 | 4.951875 | QB | 7.290000 | 317 | 384.356491 | 177.222656 | 0.932311 | 0.937500 | 0.103554 | 0.125000 | 13.583337 | 12.250000 | NO | 2.968417 | 0.015625 | 5 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 1 | 3 | 0 |
| 26 | 4 | 34 | 5 | 0.125000 | 0.000 | 0.187500 | 0.125000 | Tom Brady | 0.500000 | 0.687500 | 2.000000 | 1.812500 | 286.062500 | 272.187500 | 25.64 | 23.66 | 20.14 | 3.70 | 23.92 | 20.96 | 11.96 | 18.360000 | 13.40 | 18.930000 | 17.943750 | QB | 17.970000 | 33 | 4.785156 | 8.628906 | 0.437500 | 0.625000 | 0.000000 | 0.125000 | 1.750000 | 2.187500 | NE | 4.000000 | 3.753906 | 7 | 1 | 0 | 2 | 1 | 3 | 2 | 3 | 1 | 3 | 3 | 2 | 1 | 2 | 3 | 2 | 2 | 2 |